| Dataset | MEP.MEP.mega_Pheno.cls #Group3_versus_Group4.MEP.mega_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_P53_PATHWAY |
| Enrichment Score (ES) | -0.2769648 |
| Normalized Enrichment Score (NES) | -1.1010405 |
| Nominal p-value | 0.32277226 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.98 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Trib3 | 225 | 0.741 | 0.0055 | No |
| 2 | Plk2 | 588 | 0.591 | 0.0004 | No |
| 3 | Blcap | 635 | 0.582 | 0.0116 | No |
| 4 | F2r | 711 | 0.558 | 0.0207 | No |
| 5 | Cdkn2a | 743 | 0.548 | 0.0319 | No |
| 6 | Gls2 | 1363 | 0.441 | 0.0098 | No |
| 7 | S100a4 | 1380 | 0.440 | 0.0192 | No |
| 8 | Elp1 | 1445 | 0.433 | 0.0260 | No |
| 9 | Ip6k2 | 1508 | 0.427 | 0.0327 | No |
| 10 | App | 1714 | 0.403 | 0.0314 | No |
| 11 | Hbegf | 2119 | 0.359 | 0.0186 | No |
| 12 | Dram1 | 2175 | 0.354 | 0.0240 | No |
| 13 | Trp63 | 2191 | 0.352 | 0.0315 | No |
| 14 | Cdkn2aip | 2265 | 0.344 | 0.0357 | No |
| 15 | Xpc | 2268 | 0.344 | 0.0436 | No |
| 16 | Sfn | 2279 | 0.342 | 0.0511 | No |
| 17 | Polh | 2398 | 0.333 | 0.0527 | No |
| 18 | Baiap2 | 2400 | 0.333 | 0.0604 | No |
| 19 | Ralgds | 2483 | 0.326 | 0.0637 | No |
| 20 | Fgf13 | 2591 | 0.319 | 0.0656 | No |
| 21 | Upp1 | 2741 | 0.307 | 0.0649 | No |
| 22 | Ldhb | 2780 | 0.304 | 0.0700 | No |
| 23 | Ddit4 | 3119 | 0.277 | 0.0588 | No |
| 24 | Pmm1 | 3140 | 0.276 | 0.0642 | No |
| 25 | Rrad | 3156 | 0.275 | 0.0698 | No |
| 26 | Atf3 | 3486 | 0.255 | 0.0586 | No |
| 27 | Tgfa | 3663 | 0.246 | 0.0551 | No |
| 28 | Rad9a | 3733 | 0.244 | 0.0572 | No |
| 29 | Sp1 | 3988 | 0.234 | 0.0494 | No |
| 30 | Cd81 | 4054 | 0.229 | 0.0514 | No |
| 31 | Steap3 | 4132 | 0.225 | 0.0526 | No |
| 32 | Cdkn1a | 4196 | 0.220 | 0.0544 | No |
| 33 | Ctsd | 4374 | 0.213 | 0.0501 | No |
| 34 | Tspyl2 | 4401 | 0.211 | 0.0537 | No |
| 35 | Mknk2 | 4459 | 0.208 | 0.0556 | No |
| 36 | Abat | 4854 | 0.184 | 0.0393 | No |
| 37 | Slc19a2 | 4935 | 0.180 | 0.0393 | No |
| 38 | Nupr1 | 4991 | 0.177 | 0.0405 | No |
| 39 | Bax | 5107 | 0.170 | 0.0385 | No |
| 40 | Sdc1 | 5164 | 0.167 | 0.0394 | No |
| 41 | Osgin1 | 5267 | 0.161 | 0.0379 | No |
| 42 | Cdk5r1 | 5269 | 0.161 | 0.0416 | No |
| 43 | Plk3 | 5456 | 0.152 | 0.0354 | No |
| 44 | Ptpn14 | 5561 | 0.148 | 0.0334 | No |
| 45 | Pvt1 | 5635 | 0.144 | 0.0329 | No |
| 46 | Csrnp2 | 5674 | 0.142 | 0.0343 | No |
| 47 | Ccp110 | 5705 | 0.141 | 0.0360 | No |
| 48 | Slc3a2 | 6076 | 0.126 | 0.0196 | No |
| 49 | Pidd1 | 6206 | 0.120 | 0.0156 | No |
| 50 | Triap1 | 6304 | 0.116 | 0.0132 | No |
| 51 | Def6 | 6361 | 0.114 | 0.0130 | No |
| 52 | Ddit3 | 6456 | 0.110 | 0.0106 | No |
| 53 | Ercc5 | 6630 | 0.103 | 0.0040 | No |
| 54 | Itgb4 | 6808 | 0.097 | -0.0030 | No |
| 55 | Zfp36l1 | 6997 | 0.088 | -0.0108 | No |
| 56 | Ankra2 | 7026 | 0.087 | -0.0103 | No |
| 57 | St14 | 7068 | 0.085 | -0.0104 | No |
| 58 | Rps27l | 7291 | 0.077 | -0.0202 | No |
| 59 | Phlda3 | 7406 | 0.074 | -0.0245 | No |
| 60 | Rad51c | 7550 | 0.069 | -0.0303 | No |
| 61 | Sesn1 | 7570 | 0.068 | -0.0298 | No |
| 62 | Dcxr | 7616 | 0.065 | -0.0306 | No |
| 63 | Klf4 | 7714 | 0.061 | -0.0342 | No |
| 64 | Fos | 7728 | 0.060 | -0.0335 | No |
| 65 | Dgka | 7766 | 0.059 | -0.0341 | No |
| 66 | Casp1 | 7865 | 0.056 | -0.0379 | No |
| 67 | Aen | 7921 | 0.053 | -0.0395 | No |
| 68 | Socs1 | 8008 | 0.050 | -0.0428 | No |
| 69 | Ccng1 | 8247 | 0.041 | -0.0543 | No |
| 70 | Tm7sf3 | 8476 | 0.033 | -0.0655 | No |
| 71 | Tob1 | 8816 | 0.021 | -0.0827 | No |
| 72 | Fuca1 | 8915 | 0.019 | -0.0874 | No |
| 73 | Pcna | 9042 | 0.015 | -0.0936 | No |
| 74 | Cd82 | 9089 | 0.013 | -0.0957 | No |
| 75 | Gm2a | 9093 | 0.013 | -0.0956 | No |
| 76 | Hdac3 | 9098 | 0.013 | -0.0955 | No |
| 77 | Mxd4 | 9467 | 0.000 | -0.1147 | No |
| 78 | Rb1 | 9770 | -0.005 | -0.1304 | No |
| 79 | Fbxw7 | 9878 | -0.009 | -0.1358 | No |
| 80 | Ccnd2 | 9919 | -0.010 | -0.1377 | No |
| 81 | Zmat3 | 10052 | -0.014 | -0.1443 | No |
| 82 | Hspa4l | 10235 | -0.021 | -0.1533 | No |
| 83 | Ier5 | 10379 | -0.026 | -0.1602 | No |
| 84 | Jag2 | 10689 | -0.036 | -0.1755 | No |
| 85 | Bak1 | 10743 | -0.039 | -0.1773 | No |
| 86 | Jun | 10815 | -0.041 | -0.1801 | No |
| 87 | Apaf1 | 10927 | -0.045 | -0.1848 | No |
| 88 | Epha2 | 10941 | -0.045 | -0.1845 | No |
| 89 | Btg2 | 11007 | -0.048 | -0.1867 | No |
| 90 | Rchy1 | 11049 | -0.049 | -0.1877 | No |
| 91 | Retsat | 11201 | -0.055 | -0.1943 | No |
| 92 | Zbtb16 | 11222 | -0.056 | -0.1941 | No |
| 93 | Cdh13 | 11443 | -0.064 | -0.2041 | No |
| 94 | Traf4 | 11562 | -0.069 | -0.2087 | No |
| 95 | Foxo3 | 11891 | -0.081 | -0.2239 | No |
| 96 | Vwa5a | 12215 | -0.092 | -0.2387 | No |
| 97 | Slc35d1 | 12223 | -0.092 | -0.2369 | No |
| 98 | Ptpre | 12258 | -0.093 | -0.2365 | No |
| 99 | Wwp1 | 12267 | -0.094 | -0.2347 | No |
| 100 | Ccnk | 12277 | -0.095 | -0.2330 | No |
| 101 | Tap1 | 12292 | -0.095 | -0.2315 | No |
| 102 | Irag2 | 12305 | -0.096 | -0.2299 | No |
| 103 | Ninj1 | 12385 | -0.099 | -0.2317 | No |
| 104 | Tprkb | 12561 | -0.106 | -0.2384 | No |
| 105 | Perp | 12565 | -0.106 | -0.2361 | No |
| 106 | Hmox1 | 12732 | -0.112 | -0.2422 | No |
| 107 | Sphk1 | 12772 | -0.114 | -0.2415 | No |
| 108 | Ephx1 | 12795 | -0.115 | -0.2400 | No |
| 109 | Trp53 | 12855 | -0.116 | -0.2404 | No |
| 110 | Zfp365 | 12900 | -0.118 | -0.2399 | No |
| 111 | Btg1 | 12975 | -0.121 | -0.2410 | No |
| 112 | Tax1bp3 | 13003 | -0.122 | -0.2395 | No |
| 113 | Kif13b | 13045 | -0.123 | -0.2388 | No |
| 114 | Fam162a | 13128 | -0.126 | -0.2402 | No |
| 115 | Hras | 13159 | -0.127 | -0.2388 | No |
| 116 | Pom121 | 13167 | -0.127 | -0.2362 | No |
| 117 | Tpd52l1 | 13300 | -0.133 | -0.2400 | No |
| 118 | Irak1 | 13312 | -0.133 | -0.2374 | No |
| 119 | Tnfsf9 | 13394 | -0.137 | -0.2385 | No |
| 120 | Eps8l2 | 13612 | -0.146 | -0.2464 | No |
| 121 | Hint1 | 13627 | -0.146 | -0.2438 | No |
| 122 | Pitpnc1 | 13646 | -0.147 | -0.2413 | No |
| 123 | Nol8 | 13699 | -0.149 | -0.2405 | No |
| 124 | Sertad3 | 13817 | -0.154 | -0.2430 | No |
| 125 | Tgfb1 | 13896 | -0.158 | -0.2434 | No |
| 126 | Rpl36 | 14360 | -0.179 | -0.2635 | No |
| 127 | Ddb2 | 14418 | -0.181 | -0.2622 | No |
| 128 | Rrp8 | 14423 | -0.182 | -0.2582 | No |
| 129 | Vamp8 | 14529 | -0.187 | -0.2593 | No |
| 130 | Rack1 | 14618 | -0.191 | -0.2595 | No |
| 131 | Rap2b | 14721 | -0.197 | -0.2602 | No |
| 132 | Ppm1d | 14785 | -0.200 | -0.2588 | No |
| 133 | Bmp2 | 15088 | -0.211 | -0.2697 | No |
| 134 | Cyfip2 | 15124 | -0.213 | -0.2666 | No |
| 135 | Acvr1b | 15125 | -0.213 | -0.2616 | No |
| 136 | Ppp1r15a | 15153 | -0.214 | -0.2580 | No |
| 137 | Prmt2 | 15301 | -0.222 | -0.2605 | No |
| 138 | Nudt15 | 15448 | -0.229 | -0.2628 | No |
| 139 | Notch1 | 15718 | -0.242 | -0.2712 | Yes |
| 140 | Fdxr | 15829 | -0.247 | -0.2712 | Yes |
| 141 | Wrap73 | 15886 | -0.252 | -0.2683 | Yes |
| 142 | Tcn2 | 15967 | -0.256 | -0.2665 | Yes |
| 143 | Cebpa | 16013 | -0.257 | -0.2628 | Yes |
| 144 | Ier3 | 16095 | -0.262 | -0.2609 | Yes |
| 145 | Rnf19b | 16102 | -0.263 | -0.2551 | Yes |
| 146 | Cgrrf1 | 16143 | -0.265 | -0.2510 | Yes |
| 147 | Sec61a1 | 16239 | -0.270 | -0.2497 | Yes |
| 148 | Stom | 16270 | -0.272 | -0.2449 | Yes |
| 149 | Mapkapk3 | 16355 | -0.277 | -0.2428 | Yes |
| 150 | S100a10 | 16438 | -0.282 | -0.2406 | Yes |
| 151 | Rps12 | 16538 | -0.287 | -0.2390 | Yes |
| 152 | Fas | 16633 | -0.292 | -0.2371 | Yes |
| 153 | Mdm2 | 16787 | -0.302 | -0.2381 | Yes |
| 154 | H1f2 | 16803 | -0.303 | -0.2318 | Yes |
| 155 | Hexim1 | 16884 | -0.309 | -0.2288 | Yes |
| 156 | Rxra | 16906 | -0.311 | -0.2226 | Yes |
| 157 | Ada | 16940 | -0.313 | -0.2170 | Yes |
| 158 | Txnip | 17087 | -0.321 | -0.2172 | Yes |
| 159 | Plxnb2 | 17125 | -0.324 | -0.2115 | Yes |
| 160 | Coq8a | 17264 | -0.333 | -0.2110 | Yes |
| 161 | Rpl18 | 17374 | -0.343 | -0.2087 | Yes |
| 162 | Rab40c | 17487 | -0.354 | -0.2063 | Yes |
| 163 | Klk8 | 17495 | -0.355 | -0.1983 | Yes |
| 164 | Abhd4 | 17604 | -0.362 | -0.1955 | Yes |
| 165 | Rhbdf2 | 17606 | -0.362 | -0.1871 | Yes |
| 166 | Ndrg1 | 17671 | -0.368 | -0.1819 | Yes |
| 167 | Procr | 17674 | -0.368 | -0.1734 | Yes |
| 168 | Tsc22d1 | 17802 | -0.382 | -0.1711 | Yes |
| 169 | Mxd1 | 17822 | -0.384 | -0.1632 | Yes |
| 170 | H2aj | 18012 | -0.403 | -0.1636 | Yes |
| 171 | Pdgfa | 18026 | -0.404 | -0.1549 | Yes |
| 172 | Il1a | 18353 | -0.443 | -0.1616 | Yes |
| 173 | Sat1 | 18354 | -0.443 | -0.1513 | Yes |
| 174 | Vdr | 18394 | -0.449 | -0.1428 | Yes |
| 175 | Abcc5 | 18673 | -0.493 | -0.1459 | Yes |
| 176 | Slc7a11 | 18681 | -0.496 | -0.1347 | Yes |
| 177 | Ak1 | 18787 | -0.523 | -0.1279 | Yes |
| 178 | Prkab1 | 18826 | -0.535 | -0.1174 | Yes |
| 179 | Dnttip2 | 18857 | -0.543 | -0.1063 | Yes |
| 180 | H2ac25 | 18859 | -0.544 | -0.0937 | Yes |
| 181 | Ctsf | 18954 | -0.577 | -0.0851 | Yes |
| 182 | Gadd45a | 18991 | -0.595 | -0.0731 | Yes |
| 183 | Trafd1 | 19053 | -0.624 | -0.0617 | Yes |
| 184 | Ccnd3 | 19192 | -0.729 | -0.0519 | Yes |
| 185 | Ei24 | 19221 | -0.771 | -0.0354 | Yes |
| 186 | Ifi30 | 19249 | -0.818 | -0.0177 | Yes |
| 187 | Iscu | 19277 | -0.887 | 0.0016 | Yes |

